For years we’ve talked about code sharing with Kotlin Multiplatform (KMP). This talk explores the next frontier: integrating AI agents directly into your KMP architecture to create intelligent, context-aware mobile applications.

We’ll walk through building a practical cross-platform mobile app (Android + iOS) from a single KMP codebase, and show how to embed an intelligent agent using Koog. The focus is on how agents become a first-class architectural element in mobile apps—bridging local intelligence, cloud reasoning, and structured workflows.

Key themes of the session include:

Koog fundamentals: defining tools, intents, and structured actions so an agent can operate safely and predictably inside your KMP app.

On-device intelligence: combining Gemini Nano, MediaPipe GenAI, and ML Kit/Vision APIs for OCR, classification, summarization, and lightweight inference—keeping apps fast, private, and responsive.

Cloud-based reasoning: leveraging Gemini models via Vertex AI to handle semantic understanding, summarization, and fallback cases when on-device heuristics aren’t enough.

Production pragmatism: lessons learned from shipping KMP at scale—covering performance, security, observability, and how to balance on-device vs. cloud intelligence.

By the end, you’ll have a clear blueprint for:

Embedding Koog agents into a Kotlin Multiplatform app.

Using Gemini Nano, MediaPipe, and ML Kit for fast, offline inference.

Scaling up with Vertex AI + Gemini for richer reasoning.

Designing apps that feel truly intelligent and multiplatform, not just code-shared.

This isn’t theory—we’ll ground it in a working, useful app that shows the stack in action, but the real takeaway will be the architecture and technologies you can apply to your own projects.

A practical deep dive into building production-grade Kotlin Multiplatform apps—this time with agents at the core. Learn how Koog enables structured agent workflows, how Gemini and Vertex AI extend reasoning in the cloud, and how on-device ML with Gemini Nano, MediaPipe, and ML Kit keeps apps responsive and privacy-first.